Question: Use scholarly writing and proper APA format to present a table that cl
ID: 3245309 • Letter: Q
Question
Question: Use scholarly writing and proper APA format to present a table that clearly depicts several of the descriptive statistics calculated below.
Frequencies
Statistics
Years_of_Experience
Confidence_Scores
N
Valid
20
20
Missing
0
0
Mean
11.25
118.25
Std. Error of Mean
2.131
5.278
Median
9.00
115.00
Mode
3
115
Std. Deviation
9.530
23.604
Frequency Table
Years_of_Experience
Frequency
Percent
Valid Percent
Cumulative Percent
Valid
1
1
5.0
5.0
5.0
2
1
5.0
5.0
10.0
3
3
15.0
15.0
25.0
4
1
5.0
5.0
30.0
5
1
5.0
5.0
35.0
7
1
5.0
5.0
40.0
8
1
5.0
5.0
45.0
9
2
10.0
10.0
55.0
10
1
5.0
5.0
60.0
11
1
5.0
5.0
65.0
12
1
5.0
5.0
70.0
14
1
5.0
5.0
75.0
15
1
5.0
5.0
80.0
21
1
5.0
5.0
85.0
23
1
5.0
5.0
90.0
28
1
5.0
5.0
95.0
37
1
5.0
5.0
100.0
Total
20
100.0
100.0
Confidence_Scores
Frequency
Percent
Valid Percent
Cumulative Percent
Valid
100
2
10.0
10.0
10.0
103
1
5.0
5.0
15.0
104
1
5.0
5.0
20.0
107
1
5.0
5.0
25.0
110
2
10.0
10.0
35.0
114
1
5.0
5.0
40.0
115
6
30.0
30.0
70.0
117
2
10.0
10.0
80.0
118
1
5.0
5.0
85.0
120
1
5.0
5.0
90.0
145
1
5.0
5.0
95.0
210
1
5.0
5.0
100.0
Total
20
100.0
100.0
T-Test
Group Statistics
Gender
N
Mean
Std. Deviation
Std. Error Mean
Years_of_Experience
Male
10
12.30
11.851
3.748
Female
10
10.20
6.989
2.210
Confidence_Scores
Male
10
111.10
6.332
2.002
Female
10
125.40
31.976
10.112
Correlations
Years_of_Experience
Confidence_Scores
Years_of_Experience
Pearson Correlation
1
-.131
Sig. (2-tailed)
.581
N
20
20
Confidence_Scores
Pearson Correlation
-.131
1
Sig. (2-tailed)
.581
N
20
20
Statistics
Years_of_Experience
Confidence_Scores
N
Valid
20
20
Missing
0
0
Mean
11.25
118.25
Std. Error of Mean
2.131
5.278
Median
9.00
115.00
Mode
3
115
Std. Deviation
9.530
23.604
Explanation / Answer
A regression analysis test is run to find the relation between years of experience and Scores , based on gender
total 20 sample units were analysed. 10 of them were male and 10 were female. The mean years of exeprience was 11.25years and the mean confidence score was 118.25. The standard error of mean was 2.131 for years of experience and 5.278 for confidence scores.
.
Further the T statistic table tells us about the mean and standard error for each variable is provided for males and females separately. Years of experience for males mean is 12.30 and for females is 10.20.The mean confidence score for male is 111.10 and for females it is 125.40.
The correlation results tell us that there is negative correlation between years of experience and confidence scores and the maginitue of this relation is close to Zero. r = -.131 . Since the P value for this correlation coefficient between years of experienc eand confidence scores is 0.581 which is greater than 0.05 , we fail to reject the null hypothesis. Thus we conclude that the correlation between years of expeirence and confidence scores is not significant.
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